data-contract-framework
Operating model for defining, enforcing, and auditing BI data contracts.
What this skill does
# Data Contract Framework Skill ## When to Use - Establishing ownership and SLAs for mission-critical BI tables. - Coordinating schema changes between engineering, analytics, and RevOps. - Auditing data reliability before major launches or executive reporting cycles. ## Framework 1. **Contract Scope** – table/view name, business purpose, consumer list. 2. **Owner Matrix** – technical owner, business owner, escalation contacts. 3. **SLA Definition** – refresh cadence, acceptable latency, data quality thresholds. 4. **Change Workflow** – approval steps, testing requirements, communication plan. 5. **Compliance & Audit** – logging, version history, and retention requirements. ## Templates - Data contract one-pager (scope, owners, SLAs, dependencies). - Change request form with impact assessment. - Audit checklist for quarterly reviews. ## Tips - Keep contracts lightweight but enforceable—link to dbt/docs for deeper detail. - Automate SLA checks via dashboards and alerting. - Pair with `audit-data-contracts` to prioritize fixes and highlight risk. ---
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